stepAIC invalid scope argument
Try not to use the name of an R object ... the error is caused by using 'df' as the second argument to eval(). It works with DF in place of df. I don;t understand your subject line: that is not the error message you received.
On Mon, 15 Aug 2005, Adaikalavan Ramasamy wrote:
I am trying to replicate the first example from stepAIC from the MASS package with my own dataset but am running into error. If someone can point where I have gone wrong, I would appreciate it very much. Here is an example : set.seed(1) df <- data.frame( x1=rnorm(1000), x2=rnorm(1000), x3=rnorm(1000) ) df$y <- 0.5*df$x1 + rnorm(1000, mean=8, sd=0.5) # pairs(df); head(df) lo <- aov( y ~ 1, data=df ) hi <- aov( y ~ .^2, data=df ) mid <- aov( y ~ x2 + x3, data=df ) Running any of the following commands stepAIC( mid, scope=list(upper = ~x1 + x2 + x3 , lower = ~1) ) stepAIC( mid, scope=list(upper = hi , lower = lo) ) addterm( mid, ~ x1 + x2 + x3 ) addterm( lo, hi ) gives the same error message : Error in eval(expr, envir, enclos) : invalid second argument Here is a traceback of the first failed command : 14: eval(predvars, data, env) 13: model.frame.default(formula = y ~ x2 + x3 + x1, data = df, drop.unused.levels = TRUE) 12: model.frame(formula = y ~ x2 + x3 + x1, data = df, drop.unused.levels = TRUE) 11: eval(expr, envir, enclos) 10: eval(mf, parent.frame()) 9: lm(formula = y ~ x2 + x3 + x1, data = df, method = "model.frame") 8: eval(expr, envir, enclos) 7: eval(fcall, env, parent.frame()) 6: model.frame.lm(fob, xlev = object$xlevels) 5: model.frame(fob, xlev = object$xlevels) 4: stats:::add1.lm(object, scope = scope, scale = scale) 3: addterm.lm(fit, scope$add, scale = scale, trace = max(0, trace - 1), k = k, ...) 2: addterm(fit, scope$add, scale = scale, trace = max(0, trace - 1), k = k, ...) 1: stepAIC(mid, scope = list(upper = ~x1 + x2 + x3, lower = ~1)) Any pointers would be much appreciated. Thank you. Regards, Adai
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